{"id":"W3128318125","doi":"10.1111/dom.14344","title":"Associations between attainment of incentivized primary care indicators and incident sight‐threatening diabetic retinopathy in England: A population‐based historical cohort study","year":2021,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute","funders":"Global Challenges Research Fund; Moorfields Eye Hospital NHS Foundation Trust; Medical Research Council; National Institute for Health and Care Research; UK Research and Innovation","keywords":"Medicine; Diabetic retinopathy; Diabetes mellitus; Hazard ratio; Cohort; Type 2 diabetes; Cohort study; Concordance; Proportional hazards model; Demography; Quality and Outcomes Framework; Population; Propensity score matching; Educational attainment; Internal medicine; Primary care; Pediatrics; Confidence interval; Family medicine; Environmental health; Endocrinology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001521163,0.00021588,0.0004102084,0.000541345,0.0004932767,0.0009966299,0.0005942372,0.0004642964,0.001504483],"category_scores_gemma":[0.004136617,0.0005551857,0.0005705802,0.0007645437,0.0003508411,0.0007178594,0.0009318264,0.0006551435,0.0002512534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006674529,"about_ca_system_score_gemma":0.0004529428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03946599,"about_ca_topic_score_gemma":0.04084255,"domain_scores_codex":[0.998923,0.0002854903,0.0001318304,0.0003558958,0.0001535937,0.0001501407],"domain_scores_gemma":[0.9962038,0.0004842552,0.001698999,0.0006136201,0.0005532618,0.0004460091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001030945,0.00002959243,0.9988773,0.00001582713,0.00007744782,0.00007968361,0.0001859876,0.00002096026,0.00007424986,0.00002057978,0.000124902,0.0003902917],"study_design_scores_gemma":[0.000008330755,0.00008784673,0.9992509,0.00001139842,0.00003225216,0.0001262184,0.0001860835,0.00008290181,0.00001737491,0.00001024683,0.0001828505,0.000003539771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998332,0.0003049513,0.0001021716,0.00005227037,0.000006441225,0.00001278245,0.0009373309,0.000002445212,0.0002496167],"genre_scores_gemma":[0.9988694,0.0001636472,0.00007473696,0.00003857468,0.000007454765,0.00001550786,0.0006544818,0.000001527246,0.0001746613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03946599,"threshold_uncertainty_score":0.07847255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01908998966873079,"score_gpt":0.3112224697624297,"score_spread":0.292132480093699,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}